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Efficient Computing

1253 directly classified papers

Papers per year

Papers

NAR-Former: Neural Architecture Representation Learning Towards Holistic Attributes Prediction CVPR 2023
HyperJump: Accelerating HyperBand via Risk Modelling AAAI 2023
OMPQ: Orthogonal Mixed Precision Quantization AAAI 2023
Adaptive Sparse Convolutional Networks With Global Context Enhancement for Faster Object Detection on Drone Images CVPR 2023
Towards Inference Efficient Deep Ensemble Learning AAAI 2023
Predictive Exit: Prediction of Fine-Grained Early Exits for Computation- and Energy-Efficient Inference AAAI 2023
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training AAAI 2023
DiFA: Differentiable Feature Acquisition AAAI 2023
Neumann Network With Recursive Kernels for Single Image Defocus Deblurring CVPR 2023
Towards Efficient Simultaneous Speech Translation: CUNI-KIT System for Simultaneous Track at IWSLT 2023 ACL 2023
Improving Long Context Document-Level Machine Translation ACL 2023
EffConv: Efficient Learning of Kernel Sizes for Convolution Layers of CNNs AAAI 2023
Jointly Reparametrized Multi-Layer Adaptation for Efficient and Private Tuning ACL 2023
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking ACL 2023
MobileTL: On-Device Transfer Learning with Inverted Residual Blocks AAAI 2023
HyperReel: High-Fidelity 6-DoF Video With Ray-Conditioned Sampling CVPR 2023
FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference ACL 2023
Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation ACL 2023
CF-ViT: A General Coarse-to-Fine Method for Vision Transformer AAAI 2023
SlowBERT: Slow-down Attacks on Input-adaptive Multi-exit BERT ACL 2023
Fixed Input Parameterization for Efficient Prompting ACL 2023
Alternating Layered Variational Quantum Circuits Can Be Classically Optimized Efficiently Using Classical Shadows AAAI 2023
Scaling Laws for BERT in Low-Resource Settings ACL 2023
Attend, Select and Eliminate: Accelerating Multi-turn Response Selection with Dual-attention-based Content Elimination ACL 2023
Efficient Distributed Inference of Deep Neural Networks via Restructuring and Pruning AAAI 2023